Advanced Example
================

This example demonstrates a more complex Gradio application with multiple interactive components, callbacks, and data analysis running on nanoHUB.

Interactive Data Analysis Dashboard
-----------------------------------

This example creates an advanced data analysis dashboard with:

- Multiple analysis views using tabs
- Interactive component callbacks
- Real-time data visualization
- Statistical analysis (correlation, regression)
- Dataframe inspection

**Setup**

.. code-block:: python

   %load_ext nanohubgradio
   %set_gradio_env

Key Advanced Features
---------------------

**CheckboxGroup for Multi-Select**

.. code-block:: python

   features = gr.CheckboxGroup(
       choices=['feature_1', 'feature_2', 'feature_3'],
       value=['feature_1'],
       label="Select Features"
   )

Allows users to select multiple options with checkboxes.

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       interactive=False,
                                                                  table                                   co                                ch                     ion_that_r                                            _comp                     s=[         output2, output3]
   )

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- Header bar with nanoHUB branding
- Support and terminate buttons
- Responsive layout for all screen sizes